{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "af6da4a4-6acd-4b34-a5b2-c8300e277f44",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "from sqlalchemy import create_engine \n",
    "import seaborn as sns\n",
    "import mplfinance as fplt\n",
    "from statsmodels.tsa.seasonal import seasonal_decompose\n",
    "\n",
    "import pandas as pd\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "1e8bce6b-f3ce-47b5-a237-8890db3a51af",
   "metadata": {},
   "outputs": [],
   "source": [
    "db_config = {\n",
    "'user': 'loader', # имя пользователя,\n",
    "'pwd': 'pangolin1L', # пароль,\n",
    "'host': 'localhost',\n",
    "'port': 5432, # порт подключения,\n",
    "'db': 'history' # название базы данных,\n",
    "} \n",
    "\n",
    "connection_string = 'postgresql://{}:{}@{}:{}/{}'.format(\n",
    "    db_config['user'],\n",
    "    db_config['pwd'],\n",
    "    db_config['host'],\n",
    "    db_config['port'],\n",
    "    db_config['db'],\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "ce4a4b2b-aafc-4612-8b5d-3e9339c87d04",
   "metadata": {},
   "outputs": [],
   "source": [
    "engine = create_engine(connection_string) "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "922aa670-0f63-445f-9171-cc19607fb2d1",
   "metadata": {},
   "source": [
    "## Цена закрытия"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "30079b99-3ca8-42c7-88d0-abe7550b80f2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>close</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>timeline</th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2020-01-01 01:00:00</th>\n",
       "      <td>1454.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-01-01 02:00:00</th>\n",
       "      <td>1466.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-01-01 03:00:00</th>\n",
       "      <td>1472.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-01-01 04:00:00</th>\n",
       "      <td>1472.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-01-01 05:00:00</th>\n",
       "      <td>1473.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                      close\n",
       "timeline                   \n",
       "2020-01-01 01:00:00  1454.0\n",
       "2020-01-01 02:00:00  1466.0\n",
       "2020-01-01 03:00:00  1472.0\n",
       "2020-01-01 04:00:00  1472.0\n",
       "2020-01-01 05:00:00  1473.0"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "query = '''\n",
    "SELECT timeline, close FROM public.candle\n",
    "where ticker='NVTK'\n",
    "'''\n",
    "df_close = pd.read_sql_query(query, con=engine, index_col='timeline', parse_dates='timeline')\n",
    "df_close.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "322afb15-a6fc-4e8c-8a11-32ee7debc8e8",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/tmp/ipykernel_9964/2548972193.py:3: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
      "Try using .loc[row_indexer,col_indexer] = value instead\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  df_close_half_year['rolling_mean'] = df_close_half_year.rolling(10).mean()\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "df_close.sort_index(inplace=True)\n",
    "df_close_half_year = df_close['2020-01':'2020-07']\n",
    "df_close_half_year['rolling_mean'] = df_close_half_year.rolling(10).mean()\n",
    "df_close_half_year.plot();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "9e3fdfc9-3ae5-415c-af32-c6cdaa66835f",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1400x1400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "decomposed = seasonal_decompose(df_close, model = 'additive')\n",
    "ar = decomposed.trend['2020-04-01':'2020-04-27']\n",
    "ar1 = decomposed.seasonal['2020-04-01':'2020-04-27']\n",
    "ar2 = decomposed.resid['2020-04-01':'2020-04-27']\n",
    "\n",
    "plt.figure(figsize=(14, 14))\n",
    "\n",
    "plt.subplot(311)\n",
    "ar.plot(ax=plt.gca())\n",
    "plt.title('Trend')\n",
    "\n",
    "plt.subplot(312)\n",
    "ar1.plot(ax=plt.gca()) \n",
    "plt.title('Seasonality')\n",
    "\n",
    "plt.subplot(313)\n",
    "ar2.plot(ax=plt.gca()) \n",
    "plt.title('Residuals')\n",
    "\n",
    "plt.tight_layout()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
